Ranking,User,Model,Results,Mean Reward,Std Reward 1,sgoodfriend,sgoodfriend/ppo-impala-PongNoFrameskip-v4,21.0,21.0,0.0 2,sgoodfriend,sgoodfriend/dqn-impala-PongNoFrameskip-v4,21.0,21.0,0.0 3,sgoodfriend,sgoodfriend/dqn-PongNoFrameskip-v4,21.0,21.0,0.0 4,sgoodfriend,sgoodfriend/a2c-PongNoFrameskip-v4,21.0,21.0,0.0 5,sb3,sb3/ppo-PongNoFrameskip-v4,21.0,21.0,0.0 6,edbeeching,edbeeching/atari_2B_atari_pong_2222,21.0,21.0,0.0 7,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-SampledEfficientZero,21.0,21.0,0.0 8,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-PPOOffPolicy,21.0,21.0,0.0 9,MattStammers,MattStammers/ppo-PongNoFrameskip-v4-final,21.0,21.0,0.0 10,MattStammers,MattStammers/appo-atari_pong-sota,21.0,21.0,0.0 11,qgallouedec,qgallouedec/atari_2B_atari_pong_1111,20.73,20.95,0.22 12,edbeeching,edbeeching/atari_2B_atari_pong_1111,20.73,20.95,0.22 13,qgallouedec,qgallouedec/ppo-PongNoFrameskip-v4-1198497312,20.599999999999998,20.9,0.3 14,pfunk,pfunk/PongNoFrameskip-v4-P_DQN-seed929,20.54,20.54,0.0 15,pfunk,pfunk/PongNoFrameskip-v4-P_DQN-seed555,20.52,20.52,0.0 16,pfunk,pfunk/PongNoFrameskip-v4-P_DQN-seed232,20.48,20.48,0.0 17,pfunk,pfunk/PongNoFrameskip-v4-DQN_baseline-seed2,20.41,20.41,0.0 18,qgallouedec,qgallouedec/ppo-PongNoFrameskip-v4-511610459,20.400000000000002,20.8,0.4 19,pfunk,pfunk/PongNoFrameskip-v4-DQN_baseline-seed3,20.33,20.33,0.0 20,sgoodfriend,sgoodfriend/ppo-PongNoFrameskip-v4,20.32,20.75,0.43 21,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x3-seed929,20.32,20.32,0.0 22,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x2-seed888,20.3,20.3,0.0 23,sb3,sb3/qrdqn-PongNoFrameskip-v4,20.24,20.7,0.46 24,sb3,sb3/dqn-PongNoFrameskip-v4,20.24,20.7,0.46 25,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-DQN,20.24,20.7,0.46 26,MattStammers,MattStammers/dqn-PongNoFrameskip-v4,20.24,20.7,0.46 27,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x2-seed555,20.2,20.2,0.0 28,pfunk,pfunk/PongNoFrameskip-v4-P_DQN-seed888,20.19,20.19,0.0 29,pfunk,pfunk/PongNoFrameskip-v4-DQN_baseline-seed4,20.16,20.16,0.0 30,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x2-seed929,20.12,20.12,0.0 31,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-IMPALA,20.110000000000003,20.6,0.49 32,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x3-seed888,20.11,20.11,0.0 33,pfunk,pfunk/PongNoFrameskip-v4-DQN_baseline-seed1,19.92,19.92,0.0 34,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-MuZero,19.91,20.4,0.49 35,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-EfficientZero,19.74,20.4,0.66 36,qgallouedec,qgallouedec/ppo-PongNoFrameskip-v4-693898519,19.66,20.3,0.64 37,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-C51,19.66,20.3,0.64 38,SaathvikD,SaathvikD/dqn-PongNoFrameskip-v4,19.599999999999998,20.4,0.8 39,Apocalypse-19,Apocalypse-19/dqn-PongNoFrameskip,19.52,20.3,0.78 40,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_x1-seed1,19.34,19.34,0.0 41,pfunk,pfunk/PongNoFrameskip-v4-DQPN_DQN-seed1,19.33,19.33,0.0 42,pfunk,pfunk/PongNoFrameskip-v4-DQN-seed1,19.33,19.33,0.0 43,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_DDQN-seed2,19.3,19.3,0.0 44,pfunk,pfunk/PongNoFrameskip-v4-DDQN-seed2,19.3,19.3,0.0 45,Qilex,Qilex/ppo-PongNoFrameskip-v4,19.3,20.3,1.0 46,pfunk,pfunk/PongNoFrameskip-v4-DQPN_x5-seed3,19.28,19.28,0.0 47,pfunk,pfunk/PongNoFrameskip-v4-DQPN_DQN-seed2,19.21,19.21,0.0 48,pfunk,pfunk/PongNoFrameskip-v4-DQN-seed2,19.21,19.21,0.0 49,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_x5-seed3,19.16,19.16,0.0 50,pfunk,pfunk/PongNoFrameskip-v4-DQPN_x5-seed1,19.13,19.13,0.0 51,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_DDQN-seed1,19.05,19.05,0.0 52,pfunk,pfunk/PongNoFrameskip-v4-DDQN-seed1,19.05,19.05,0.0 53,pfunk,pfunk/PongNoFrameskip-v4-DQPN_x1-seed3,19.03,19.03,0.0 54,pfunk,pfunk/PongNoFrameskip-v4-DQPN_x5-seed2,19.01,19.01,0.0 55,Hawk91,Hawk91/PongNoFrameskip-v4_DQN,19.0,19.0,0.0 56,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_x1-seed3,18.92,18.92,0.0 57,pfunk,pfunk/PongNoFrameskip-v4-DQPN_x1-seed1,18.88,18.88,0.0 58,qgallouedec,qgallouedec/ppo-PongNoFrameskip-v4-2736916004,18.82,20.0,1.18 59,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_x1-seed2,18.81,18.81,0.0 60,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_x5-seed1,18.8,18.8,0.0 61,pfunk,pfunk/PongNoFrameskip-v4-DQPN_x1-seed2,18.75,18.75,0.0 62,pfunk,pfunk/PongNoFrameskip-v4-DQPN_DQN-seed3,18.75,18.75,0.0 63,pfunk,pfunk/PongNoFrameskip-v4-DQN-seed3,18.75,18.75,0.0 64,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_DDQN-seed3,18.53,18.53,0.0 65,pfunk,pfunk/PongNoFrameskip-v4-DDQN-seed3,18.53,18.53,0.0 66,amithapa,amithapa/dqn-PongNoFrameskip-v4,18.400000000000002,19.3,0.9 67,cleanrl,cleanrl/PongNoFrameskip-v4-dqn_atari_jax-seed1,18.349999999999998,19.7,1.35 68,OpenDILabCommunity,OpenDILabCommunity/PongNoFrameskip-v4-PPO,18.22,19.5,1.28 69,pfunk,pfunk/PongNoFrameskip-v4-DDQPN_x5-seed2,18.11,18.11,0.0 70,coyotespike,coyotespike/dqn-PongNoFrameskip-v4,17.95,19.2,1.25 71,odiaz1066,odiaz1066/PongNoFrameskip-v4-dqn_atari-seed1,17.55,18.8,1.25 72,cleanrl,cleanrl/PongNoFrameskip-v4-c51_atari-seed1,17.0,18.0,1.0 73,cleanrl,cleanrl/PongNoFrameskip-v4-dqn_atari-seed1,15.97,17.8,1.83 74,sb3,sb3/a2c-PongNoFrameskip-v4,14.400000000000002,17.1,2.7 75,cleanrl,cleanrl/PongNoFrameskip-v4-c51_atari_jax-seed1,11.219999999999999,17.4,6.18 76,ibadrehman,ibadrehman/dqn-PongNoFrameskip-v4-1M,5.450000000000001,12.8,7.35 77,dmenini,dmenini/dqn-PongNoFrameskip-v4,4.369999999999999,13.1,8.73 78,gracejwu,gracejwu/dqn-PongNoFrameskip-v4,2.66,12.3,9.64 79,open-rl-leaderboard,open-rl-leaderboard/random-PongNoFrameskip-v4,0.0,-1000.0,-1000.0 80,joitandr,joitandr/dqn-PongNoFrameskip-v4,-1.4299999999999997,5.0,6.43 81,toddwilson147,toddwilson147/dqn-pong,-5.720000000000001,4.1,9.82 82,666Bing666,666Bing666/Deep_Q_Learning_Pong,-13.0,-11.5,1.5 83,sgoodfriend,sgoodfriend/vpg-PongNoFrameskip-v4,-13.91,-9.92,3.99 84,Adulala20,Adulala20/dqn-PongNoFrameskip-v4,-16.43,-7.0,9.43 85,ibadrehman,ibadrehman/dqn-PongNoFrameskip-v4-500K,-18.36,-16.5,1.86 86,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x2-seed232,-20.97,-20.97,0.0 87,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x3-seed555,-20.98,-20.98,0.0 88,pfunk,pfunk/PongNoFrameskip-v4-P_DQPN_x3-seed232,-20.99,-20.99,0.0 89,iliabel,iliabel/DQN-Pong_v4_v12,-21.0,-21.0,0.0 90,ibadrehman,ibadrehman/dqn-PongNoFrameskip-v4-100K,-21.0,-21.0,0.0 91,FaryalS,FaryalS/dqn-PongNoFrameskip-v4,-21.0,-21.0,0.0 92,nsanghi,nsanghi/a2c-Atari-Pong,-21.17,-20.5,0.67 93,Sumegh20,Sumegh20/A2C-Atari-Pong,-21.2,-20.9,0.3 94,SubhasishSaha,SubhasishSaha/A2C-Atari-Pong,-21.2,-20.9,0.3 95,Rryay12,Rryay12/dqn-PongNoFrameskip-v4,-21.2,-20.9,0.3 96,FaryalS,FaryalS/ppo-PongNoFrameskip-v4,-21.2,-20.4,0.8 97,Taratata,Taratata/dqn-PongNoFrameskip-v4,-21.520000000000003,-20.6,0.92